Section: New Software and Platforms
SingleDeepMat
Single-image deep material acquisition
Keywords: Materials - 3D - Realistic rendering - Deep learning
Scientific Description: Cook-Torrance SVBRDF parameter acquisition from a single Image using Deep learning
Functional Description: Allows material acquisition from a single picture, to then be rendered in a virtual environment. Implementation of the paper https://hal.inria.fr/hal-01793826/
Release Functional Description: Based on Pix2Pix implementation by AffineLayer (Github)
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Participants: Valentin Deschaintre, Miika Aittala, Frédo Durand, George Drettakis and Adrien Bousseau
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Publication: Single-Image SVBRDF Capture with a Rendering-Aware Deep Network
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URL: https://team.inria.fr/graphdeco/projects/deep-materials/